Moment Retrieval on QVHighlights v1 (test)
76.59R1@0.5LLaVA-MR
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LLaVA-MRVenue=Unpublished2026.01 | 76.59 | 61.48 | 69.41 | 54.4 | 52.73 | |
| SMOREVenue=Unpublished2026.01 | 76.39 | 62.84 | 70.4 | 55.9 | 54.72 | |
| ChronoVenue=Unpublished2026.01 | 74.77 | 60.51 | 68.12 | 53.38 | 51.37 | |
| SG-DETRVenue=Unpublished2026.01 | 72.2 | 56.6 | 73.2 | 55.8 | 54.1 | |
| InterVideo2-6BVenue=ECCV2026.01 | 71.42 | 56.45 | — | — | 49.24 | |
| LLM-EPET2024.07 | 66.73 | 49.94 | 65.76 | 43.91 | 44.05 | |
| CG-DETR2024.07 | 65.43 | 48.38 | 64.51 | 42.77 | 42.86 | |
| QD-DETR2024.07 | 62.4 | 44.98 | 62.52 | 39.88 | 39.86 | |
| QD-DETRVenue=CVPR2026.01 | 62.4 | 44.98 | 62.52 | 39.88 | 39.86 | |
| UniVTG2024.07 | 58.86 | 40.86 | 57.6 | 35.59 | 35.47 | |
| UniVTGVenue=ICCV2026.01 | 58.86 | 40.86 | 57.6 | 35.59 | 35.47 | |
| UMT2024.07 | 56.23 | 41.18 | 53.83 | 37.01 | 36.12 | |
| SeViLaVenue=NeurIPS2026.01 | 54.5 | 36.5 | — | — | 32.3 | |
| Moment-DETR2024.07 | 52.89 | 33.02 | 54.82 | 29.4 | 30.73 | |
| XML+2024.07 | 46.69 | 33.46 | 47.89 | 34.67 | 34.9 | |
| XML2024.07 | 41.83 | 30.35 | 44.63 | 31.73 | 32.14 | |
| CAL2024.07 | 25.49 | 11.54 | 23.4 | 7.65 | 9.89 | |
| CLIP2024.07 | 16.88 | 5.19 | 18.11 | 7 | 7.67 | |
| MCN2024.07 | 11.41 | 2.72 | 24.94 | 8.22 | 10.67 |